Technical Field
[0001] The present invention relates to a device for measuring thoracic impedance and electrocardiogram
(ECG), and evaluating cardiac function based on the obtained data. In particular,
the present invention relates to a device for analyzing cardiac function to objectively
determine diagnosis of cardiac function in patients with atrial fibrillation or sinus
arrhythmia, selection of therapeutic drugs, therapeutic effects, and performing evaluation.
Background Art
[0002] Patients with cardiovascular disease are increasing in association with the aging
society. In cardiovascular disease, early detection and follow-up in treatment are
important as well as other diseases, and periodic examination of cardiovascular function
is needed.
[0003] In cardiovascular disease, morbidity of atrial fibrillation increases along with
aging. An epidemiological study shows that the prevalence thereof increases sharply
over the age of 70, and it reaches 4% to 8% in 70's, and reaches 10% in 80's. Further,
it has been indicated that patients with atrial fibrillation have a high risk of left
atrial thrombi which may flow out from the heart and occlude cerebral vessels to thereby
cause cardioembolic stroke. Accordingly, by means of positive use of anticoagulants
for preventing cardioembolic stroke in recent years, treatment of embolism associated
with atrial fibrillation has been improved dramatically.
[0004] On the other hand, in patients with atrial fibrillation, heart rhythm is irregular
and tachycardia often occurs, which decreases the cardiac output and worsens the cardiac
function. Accordingly, in order not to worsen the cardiac condition, a treatment for
controlling the irregular heart rate appropriately has been performed. However, the
results of a mega-scale clinical trial demonstrated that there were no differences
in life prognosis between a group of patients in which the heart rate was strictly
controlled less than 80 per minute and a group of patients in which the heart rate
was controlled in a non-strict manner less than 110 per minute. Then, it is considered
to be meaningless to give treatment to a patient with atrial fibrillation by using
heart rate as an index. Nowadays, medical treatment is given based on symptoms complained
by a patient such as palpitation, a feeling of dyspnea, and a feeling of fatigue.
[0005] As patients with atrial fibrillation are increasing along with the rapid aging of
society, patients with dementia are also increasing. Further, it has been reported
that patients with atrial fibrillation have a risk of dementia about 1.4 times. In
such a situation, it is considered to be problematic to give treatment based on only
symptoms complained by elderly patients. This also applies to pediatric patients who
are not able to explain symptoms accurately. Thus, it has been required to objectively
perform diagnosis, medical treatment, and follow-up by using a cardiac function index
which is an essential index for treatment of atrial fibrillation, instead of a therapeutic
strategy based on subjective symptoms complained by a patient.
Citation List
Non Patent Literature
[0006]
Non Patent Literature 1: C. I. O. Brookes et al., Circulation (1998) Vol. 98, p.1762-1768
Non Patent Literature 2: H. J. Muntinga, et al., Heart (1999), Vol. 82, p.575-580
Non Patent Literature 3: F. Schneider et al., Am J Cardiol. (1997), Vol. 80, p.586-590
Non Patent Literature 4: A. Harley & J. C. Greenfield Jr., Aerospace Medicine (1968), Vol. 39(3), p.248-252
Summary of Invention
Technical Problem
[0007] In general, ECG is used for measuring the cardiac function in a medical examination
or the like. ECG is a way to measure the cardiac electrical phenomenon from the body
surface, and is used for diagnosing an anatomical abnormality of the heart such as
cardiomegaly, angina, or myocardial infarction, and a rhythm disorder such as arrhythmia.
Concretely speaking, such diagnosis can be made according to the waveform and the
rhythm of an ECG recorded by ECG measurement.
[0008] On the other hand, it is impossible to measure cardiac function in heart failure,
that is, strength of cardiac contractile force by the ECG. Generally, in order to
determine cardiac function, it is necessary to measure cardiac output (CO). Cardiac
output is calculated as a product of heart rate (HR) and stroke volume (SV) (CO =
HR × SV) per minute.
[0009] In the case of healthy heart, when the heart rate is faster during exercise, the
stroke volume is maintained because the cardiac contractile force increases, so that
the cardiac output is increased by the exercise intensity. On the other hand, in the
case of diseased heart such as heart failure, when the heart rate is faster during
exercise, the stroke volume decreases and there is no correlation between the heart
rate and the cardiac output because the cardiac contractile force is weakened. This
leads to symptoms such as shortness of breath during exercise and a feeling of fatigue.
Therefore, in the case of diseased heart such as heart failure, it is necessary to
directly measure cardiac function such as a stroke volume and cardiac output, rather
than the heart rate measured by ECG.
[0010] However, in the case of atrial fibrillation in which the rhythm is irregular, ventricular
contraction occurs irregularly, so that the stroke volume is not constant. Therefore,
it is impossible to evaluate cardiac function correctly by using the stroke volume.
Further, the cardiac output, which is the product of values of heart rate per minute
and stroke volume, cannot lead to an accurate evaluation of the cardiac function because
the heart rate and the stroke volume per minute take dispersed values. In view of
the above, in the case of atrial fibrillation, a ventricular function curve representing
changes in the stroke volume due to irregular heartbeats is considered to be useful
as an index of cardiac function, rather than the cardiac output and the stroke volume.
[0011] To obtain a ventricular function curve which is a cardiac function index of atrial
fibrillation, four examinations of cardiac function, namely cardiac catheterization,
cardiac radionuclide examination, echocardiography, and thoracic impedance method,
have been performed as representative methods (See Non-Patent Literatures 1 to 4).
[0012] Cardiac catheterization is a most accurate and reliable test among the examinations
of cardiac function. However, it is an extremely invasive test in which a catheter
is directly inserted into the aorta with administration of a contrast medium. As an
inpatient take risks of pain, bleeding, infection, and the like, such a examination
cannot be performed easily and repeatedly.
[0013] The test of cardiac function using cardiac radionuclide examination has a high accuracy.
However, since a radioactive agent is used as a tracer, a special examination room
is required, so that available hospitals are limited. Further, because of using a
radioactive tracer, it cannot be performed repeatedly on a patient for follow-up and
confirmation of therapeutic effect due to a problem of exposure to radiation.
[0014] As cardiac catheterization and cardiac radionuclide examination require inpatient
facilities, large medical apparatus, and the like, such tests can be performed in
only limited hospitals. Further, due to problems of a physical burden on the patient
and exposure to radiation, it is impossible to perform such tests if a patient needs
repetition tests such as follow-up.
[0015] Echocardiography is a non-invasive test, which can be performed easily in a short
period of time without a need of large apparatus. However, this examination involves
a problem in reproducibility, because some area may not be imaged due to bones or
air in the lung, and further, the test depends on the skill of the echo operator.
Thus, it is considered not to be suitable for monitoring slight changes in the cardiac
function (ventricular function curve).
[0016] Thoracic impedance method is a test by which cardiac output and a stroke volume can
be measured non-invasively in a short period of time, so that the test can be performed
repeatedly. However, since stroke volume in atrial fibrillation has a large margin
of error, evaluation of cardiac function and monitoring of treatment course in atrial
fibrillation using a ventricular function curve applying stroke volume obtained by
the impedance method have not been performed until today, for about forty years.
[0017] As described above, every test has drawbacks mentioned above. A test by which cardiac
function (ventricular function curve) can be measured repeatedly and non-invasively
in a short period of time with high sensitivity has been desired for diagnosing severity
of atrial fibrillation and medical treatment.
[0018] In view of the above, an object of the present invention is to provide a device by
which a test can be performed easily and repeatedly with less physical burden on a
patient, and in which slight changes in cardiac function can be detected with high
sensitivity. By using the device of the present invention, a highly accurate ventricular
function curve of atrial fibrillation can be created, which enables treatment to be
performed on a patient with atrial fibrillation based on objective data.
[0019] Further, another object is to provide cardiac function data in a visually displayed
manner so as to allow easy visual understanding of pathophysiological mechanisms of
ventricular contraction, which is required for determining the course of cardiac function
and a choice of effective medication in a patient with atrial fibrillation. In addition,
another object is to provide a device which does not require skill in examination
technique for data acquisition and analysis.
[0020] The inventor of the present invention has found a novel and highly sensitive method
of cardiac function analysis. The method includes, using the above-described thoracic
impedance method which is a non-invasive test placing less burden on a patient and
allowing the test to be performed repeatedly, performing arithmetic processing based
on obtained measurement values, and creating and displaying a graph by connecting
a peak flow velocity of blood ejected from the ventricles (hereinafter also referred
to as (dZ/dt)min) to preceding RR intervals.
[0021] Furthermore, the inventor has also found that three ventricular contractile mechanisms,
which are known as Frank-Starling mechanism (FSM), mechanical restitution (MR), and
postextrasystolic potentiation (PESP), can be easily analyzed and displayed based
on the analysis method, and the pathophysiological mechanisms of cardiac function
can be understood in more detail. The device of the present invention is a device
for performing analysis of such a cardiac function mechanism.
[0022] By using the device of the present invention, it is possible to easily find out
a patient with heart failure associated with atrial fibrillation. Furthermore, an
evaluation of severity of the condition, a selection of therapeutic drugs, an assessment
of effects of medical treatment, monitoring of treatment course, and the like, can
be easily and objectively performed. Thus, an appropriate treatment can be applied.
Solution to Problem
[0023] A device for measuring and evaluating cardiac function in a subject, according to
the present invention, is characterized as including thoracic impedance measuring
unit; electrocardiogram measuring unit; arithmetic unit; storage unit; and display
unit, wherein the thoracic impedance measuring unit includes drive electrodes for
applying an electrical current, and receive electrodes for extracting an impedance
signal, and measures a plurality of continuous sets of thoracic impedances; the electrocardiogram
measuring unit includes a signal detection module that detects electrocardiogram signals
from electrodes applied to the subject, and measures a plurality of continuous sets
of electrocardiogram signals; the arithmetic unit calculates (dZ/dt)min values of
the plurality of continuous sets of thoracic impedances measured by the thoracic impedance
measuring unit, and preceding RR intervals (RR1) from R waves of the electrocardiogram
signal obtained by the electrocardiogram measuring unit; the storage unit stores as
a data set: a (dZ/dt)min value of each of the sets of thoracic impedance data corresponding
to an RR1 value of each of the calculated plurality of continuous sets of electrocardiogram
data, and the display unit displays each of the (dZ/dt)min values corresponding to
each of the RR1 values.
[0024] A device in which a thoracic impedance measuring device and an electrocardiogram
measuring device are combined has been in the market as a cardiac function measuring
device. However, since there has been no analysis method by means of linking both
measurement values, the results have been displayed as independent test results of
thoracic impedance and ECG, and the respective measurement values have been used as
independent test results for diagnosis by medical doctors.
[0025] However, the inventor of the present invention has found that cardiac function can
be analyzed and evaluated in detail by performing analysis of linking (dZ/dt)min values
which are measurement values of thoracic impedance, to preceding RR intervals (RR1)
which are measurement values of ECG corresponding thereto.
[0026] In order to achieve such a method, it is indispensable to calculate (dZ/dt)min values
from continuous sets of thoracic impedance data and preceding RR intervals (RR1) from
continuous sets of ECG data, extract a preceding RR interval (RR1) corresponding to
each (dZ/dt)min value as a data set, and analyze a plurality of continuous data sets.
[0027] The cardiac function measurement and evaluation device of the present invention is
characterized in that the display unit displays respective (dZ/dt)min values of the
thoracic impedance data corresponding to the respective RR1 values of the obtained
of electrocardiogram data as a scatter plot.
[0028] By displaying them as a scatter plot, since cardiac function of a subject can be
captured visually, cardiac function can be evaluated easily. Consequently, not only
medical doctors but also medical technicians are able to perform the evaluation without
a skill.
[0029] The cardiac function measurement and evaluation device of the present invention is
characterized in that an approximate curve is obtained from the scatter plot of the
(dZ/dt)min values of the thoracic impedance data corresponding to the respective RR1
values, and is displayed.
[0030] By obtaining an approximate curve and displaying it, slight changes in cardiac function
can be detected from the slope thereof, which is useful for evaluation of the therapeutic
effect and the like.
[0031] The cardiac function measurement and evaluation device of the present invention is
characterized in that pre-preceding RR intervals (RR2) and RR1/RR2 values are calculated
by the arithmetic unit from a plurality of continuous sets of electrocardiogram data
obtained by the electrocardiogram measuring unit and (dZ/dt)min values corresponding
to those are displayed.
[0032] By calculating RR1/RR2 values by the arithmetic unit from preceding RR intervals
(RR1) and pre-preceding RR intervals (RR2), it is possible to extract (dZ/dt)min values
involved in postextrasystolic potentiation (PESP) and (dZ/dt)min values related to
Frank-Starling mechanism (FSM) and mechanical restitution (MR) not involved postextrasystolic
potentiation. Consequently, cardiac function can be analyzed and evaluated in more
detail.
[0033] The cardiac function measurement and evaluation device of the present invention is
characterized in that (dZ/dt)min values corresponding to RR1/RR2 ≤ 1 are extracted
as (dZ/dt)min values (FSM + MR) in which PESP is not involved, (dZ/dt)min values corresponding
to RR1/RR2 > 1 are extracted as (dZ/dt)min values (PESP + FSM + MR) in which PESP
is involved, and the respective (dZ/dt)min values corresponding to the RR1 values
are displayed distinguishably as a scatter plot.
[0034] Using the scatter plot showing the degrees of involvement of three ventricular contractile
mechanisms in cardiac function associated with the preceding RR intervals, it is possible
to easily and visually evaluate the severity of disease condition, the clinical course,
and the like.
[0035] The cardiac function measurement and evaluation device of the present invention is
characterized in that the respective approximate curves are obtained from the scatter
plot of the respective (dZ/dt)min values of the thoracic impedance data extracted
as the FSM + MR and the PESP + FSM + MR, and then they are displayed.
[0036] By obtaining the respective approximate curves of the (dZ/dt)min values (FSM + MR)
in which PESP is not involved and the (dZ/dt)min values (PESP + FSM + MR) in which
PESP is involved, the slope of the curves makes it possible to evaluate the degree
of contribution of the mechanisms related to cardiac function such as preload, afterload,
myocardial contractility, and a degree of sympathetic nerve activity. Moreover, the
result can be used for selecting therapeutic drugs, evaluation of therapeutic effect,
and the like.
[0037] The cardiac function measurement and evaluation device of the present invention is
characterized in that (dZ/dt)mim values corresponding to RR1/RR2 ≤ 1 are extracted
as (dZ/dt)min values (FSM + MR) in which PESP is not involved, (dZ/dt)min values corresponding
to RR1/RR2 > 1 are extracted as (dZ/dt)mim values (PESP + FSM + MR) in which PESP
is involved, and a total of the respective (dZ/dt)mim values are calculated.
[0038] Obtaining a total of FSM + MR and PESP + FSM + MR makes it possible to estimate a
degree of contribution of pathophysiological mechanisms in the recovery process of
cardiac function, which cannot be estimated by changes of the patterns of plots and
the correlation of approximate curves. Therefore, it is possible to choose drugs and
determine administration periods of the drugs based on the above-described total.
[0039] The cardiac function measurement and evaluation device of the present invention is
characterized in that (dZ/dt)min values corresponding to RR1/RR2 ≤ 1 are extracted
as (dZ/dt)min values (FSM + MR) in which PESP is not involved, (dZ/dt)min values corresponding
to RR1/RR2 > 1 are extracted as (dZ/dt)min values (PESP + FSM + MR) in which PESP
is involved, and the respective corresponding RR1, RR1/RR2, and (dZ/dt)min values
are displayed as a three-dimensional scatter plot.
[0040] By displaying simultaneously as the three-dimension, the plotted groups representing
FSM + MR and PESP + FSM + MR can be displayed without being overlapped. Consequently,
slight changes in cardiac function can be detected more accurately.
[0041] The cardiac function measurement and evaluation device of the present invention is
characterized in that (dZ/dt)min values corresponding to RR1/RR2 > 1 are extracted
as (dZ/dt)min values (PESP + FSM + MR) in which PESP is involved, and are displayed
as a scatter plot corresponding to the respective RR1/RR2 values.
[0042] By displaying (dZ/dt)min values (PESP + FSM + MR) corresponding to respective RR1/RR2
values associated with RR1/RR2 > 1 as a scatter plot, the degree of involvement of
PESP in cardiac function can be estimated easily and visually. Therefore, it is useful
for prompt evaluation of severity of the condition, treatment course, and the like.
[0043] The cardiac function measurement and evaluation device of the present invention is
characterized in that an approximate straight-line is obtained from the scatter plot
of the respective (dZ/dt)min values of the thoracic impedance data extracted as the
PESP + FSM + MR, and the line is displayed.
[0044] By calculating the slope of the approximate straight-line, the degree of cardiac
sympathetic nerve activity can be evaluated.
[0045] The cardiac function measurement and evaluation device of the present invention is
characterized in that the storage unit is allowed to store standard data, and the
arithmetic unit includes a determination module that compares obtained data of the
subject with the standard data and determines cardiac function.
[0046] By allowing the storage unit to store standard data, diagnostic criteria for disease
can be obtained. Furthermore, since a determination module that performs comparison
with the standard data is provided, it is possible to perform comparison with the
subject, and also automatically perform initial screening of the subject's disease
before a doctor's assessment. Further, since a determination module that performs
comparison with the standard data is provided, it is possible to make accurate determination
without the need for skills of the examiner.
[0047] The cardiac function measurement and evaluation device of the present invention is
characterized in that the determination module further performs comparison with past
data of same subject stored in the storage unit, and determines the course of cardiac
function.
[0048] When compared with analytical results from measurements in the same patient, it is
possible to easily evaluate the clinical course of patient and help in the therapeutic
strategy for medication and the like.
Brief Description of Drawings
[0049]
[FIG. 1] FIG. 1 is a diagram showing a schematic configuration of a device for measurement
and evaluation of cardiac function.
[FIG. 2A] FIG. 2A is a diagram showing a typical ECG, a change in thoracic impedance
ΔZ, and a dZ/dt waveform of the first derivative thereof.
[FIG. 2B] FIG. 2B is a diagram showing an ECG and a waveform of thoracic impedance
dZ/dt.
[FIG. 2C] FIG. 2C shows a relationship between an ECG and a stroke volume in sinus
rhythm.
[FIG. 2D] FIG. 2D shows a relationship between an ECG and a stroke volume in atrial
fibrillation.
[FIG. 3A] FIG. 3A shows a two-dimensional scatter plot and a ventricular function
curve created from thoracic impedance data before treatment by the (dZ/dt)min method
using a device of the present invention.
[FIG. 3B] FIG. 3B shows data after treatment by the same (dZ/dt)min method.
[FIG. 3C] FIG. 3C shows a two-dimensional scatter plot created by a conventional SV
method in the same case and a ventricular function curve obtained as an approximate
curve using the respective sets of data before treatment.
[FIG. 3D] FIG. 3D shows data after treatment by the same SV method.
[FIG. 4A] FIG. 4A is an illustration showing an arrangement of electrodes of a cardiac
function measurement and evaluation device of the present invention.
[FIG. 4B] FIG. 4B is an illustration showing an arrangement of electrodes, on the
chest, of the cardiac function measurement and evaluation device of the present invention.
[FIG. 5] FIG. 5 is a flowchart showing operation of the cardiac function measurement
and evaluation device.
[FIG. 6A] FIG. 6A is a diagram schematically showing the representative of cardiac
function displayed by a two-dimensional scatter plot created by the (dZ/dt)min method,
in which heart failure with atrial fibrillation is shown.
[FIG. 6B] FIG. 6B is a diagram schematically showing improved cardiac function in
atrial fibrillation.
[FIG. 6C] FIG. 6C is a diagram schematically showing normal sinus rhythm.
[FIG. 7A] FIG. 7A is a diagram showing a curve of Frank-Starling mechanism (FSM) and
mechanical restitution (MR), and a curve in which postextrasystolic potentiation (PESP)
is added thereto, before treatment.
[FIG. 7B] FIG. 7B is a diagram showing the same case after treatment.
[FIG. 7C] FIG. 7C is a diagram showing the total of the degree of involvement of each
mechanism.
[FIG. 8] FIG. 8 shows a three-dimensional simultaneous scatter plot in which Frank-Starling
mechanism (FSM), mechanical restitution (MR), and postextrasystolic potentiation (PESP)
are involved.
[FIG. 9A] FIG. 9A is a diagram showing ventricular function of a case of an application
to pediatric respiratory sinus arrhythmia besides atrial fibrillation.
[FIG. 9B] FIG. 9B is a diagram showing Frank-Starling mechanism (FSM) and mechanical
restitution (MR) in the same case.
[FIG. 9C] FIG. 9C is a diagram showing postextrasystolic potentiation in the same
case.
Description of Embodiments
[0050] Hereinafter, a device of the present invention will be described with reference to
the drawings. FIG. 1 shows a schematic configuration of a device 1 for measurement
and evaluation of cardiac function in the present invention. The device 1 for measurement
and evaluation of cardiac function includes an impedance measuring unit 2 and an electrocardiogram
measuring unit 3. Electrical signals detected by the respective measurement units
of the impedance measuring unit 2 and the electrocardiogram measuring unit 3 are transmitted
to an arithmetic unit 4. After arithmetic processing described below, the electrical
signals are stored in a storage unit 5, and displayed on a display unit 6.
[0051] While devices equipped with an impedance measuring unit and an electrocardiogram
measuring unit have been in the market, the measured impedance data and electrocardiogram
data have been used independently for evaluating cardiac function.
[0052] The inventor of the present invention has found the relationship between an interval
of an R wave and an R wave of electrocardiogram data measured by the electrocardiogram
measuring unit and a dZ/dt waveform of the first derivative of ΔZ of impedance data,
which is useful for evaluating cardiac function. The outline of the method for evaluating
cardiac function in the present invention will be described first, then the details
of the device will be described.
[0053] FIG. 2A shows a typical electrocardiogram and thoracic impedance waveform. A cardiac
cycle is composed of a systole and a diastole. Diastole is a period characterized
by beginning of increasing ventricular cavity (left ventricle and right ventricle)
and flowing blood from the atriums (left atrium and right atrium) into the ventricles,
then resulting in ventricules filled with blood. Systole is a period characterized
by beginning of ventricular contraction and ejecting the blood filled in the ventricles
to the aorta and the pulmonary artery. A wave having the highest height that appears
during systole in the electrocardiogram waveform is called an R wave (see electrocardiogram
in FIG. 2A).
[0054] In FIG. 2A, ΔZ represents an impedance change in the thorax, and dZ/dt represents
a waveform of the first derivative of ΔZ. In dZ/dt, waves of a, b, e, x, y, and o
are recognized. The a-wave is associated with atrial contraction, the b-wave is associated
with the onset of ejection of blood from the ventricles to arteries. The e-wave, that
is, (dZ/dt)min, represents a peak blood flow velocity of the blood ejected from the
ventricles, the x-point corresponds to the closure of the aortic valve, and the y-point
corresponds to the closure of the pulmonary valve. Further, the o-point is associated
with the period of opening of the mitral valve. It should be noted that in atrial
fibrillation, the a-wave does not appear because of a loss of atrial contraction.
[0055] FIG. 2B shows a waveform of continuous electrocardiogram and dZ/dt of thoracic impedance.
The heart contracts and dilates between R waves in the electrocardiogram waveform,
and blood is ejected. An interval between R waves is called an RR interval. As shown
in FIG. 2B, when the heart remains in regular normal rhythm, namely, sinus rhythm,
beat-to-beat intervals (RR intervals) are held constant, and the (dZ/dt)min of thoracic
impedance also shows constant value.
[0056] The amount of blood ejected from the heart, that is, a stroke volume, is affected
by the length of an RR interval preceding the R wave. FIG. 2C schematically shows
a stroke volume when the heart remains in sinus rhythm. An RR interval preceding the
R wave indicated by an arrow is called a preceding RR interval (RR1), and an RR interval
further preceding it is called a pre-preceding RR interval (RR2). FIG. 2C schematically
shows that the length of RR1 preceding the R wave indicated by the arrow relates to
the corresponding stroke volume (shown by hatching). When RR1 is constant, that is,
when the heart remains in sinus rhythm, the stroke volume is also constant.
[0057] However, in atrial fibrillation, the RR intervals are irregular. FIG. 2D shows an
electrocardiogram (ECG) in a patient with atrial fibrillation. It is apparent that
the RR intervals are not constant and the cardiac cycle is irregular.
[0058] In general, when the preceding RR interval (RR1) is long, diastole is prolonged and
the duration of blood flow from atria to ventricles increases. Consequently, the amount
of blood filling the ventricles increases, and the amount of blood ejected during
systole also increases. On the other hand, when the preceding RR interval is short,
the diastole is shortened and the duration of blood flow from atria to ventricles
decreases. Therefore, the amount of blood filling the ventricles decreases, and the
amount of blood ejected during systole also decreases.
[0059] As shown in FIG. 2D, when atrial fibrillation occurs, the RR intervals are irregular.
The length of the RR1 interval preceding the R wave indicated by the arrow is longer
than other RR intervals, so that the corresponding stroke volume (shown by hatching)
also increases.
[0060] The inventor of the present invention has found that in the dZ/dt waveform of the
first derivative of thoracic impedance in cardiac function, there is a good correlation
between (dZ/dt)min representing the peak flow velocity of blood ejected from the ventricles
and the preceding RR interval (RR1). When displayed by applying RR1 to a horizontal
axis and (dZ/dt)min to a vertical axis, it is possible to exhibit a graph reflecting
the cardiac function in patients.
[0061] FIG. 3 shows a case measured by the device of the present invention. FIGs. 3A and
3B display thoracic impedance data of the patient with heart failure before and after
treatment, by the two-dimensional scatter plot and the approximate curve (ventricular
function curve) created by the (dZ/dt)min method of the present invention. FIGs. 3C
and 3D use the thoracic impedance data identical to that of FIGs. 3A and 3B, and display
them by the two-dimensional scatter plot and the approximate curve (ventricular function
curve) created by the SV method using the coordinates of stroke volume (SV) and the
corresponding RR1 values, which is the conventional method for evaluating cardiac
function.
[0062] The SV method is that stroke volume (SV) is calculated from measurement values obtained
by the thoracic impedance method, according to the following Kubicek formula.

(p: blood resistivity (Ω × cm), ET: left ventricular ejection time (sec), L: distance
between electrodes, Zo: thoracic baseline impedance)
[0063] As shown in FIG. 3A, the set of measurement points displayed a V-shaped pattern on
the two-dimensional scatter plot using the coordinates of RR1 and (dZ/dt)min values.
This is the plotted image often observed in the period of exacerbation of heart failure,
which has been found by the analytical method of the present invention. Further, the
plotted image showing a characteristic belt-like pattern extending vertically in the
RR intervals ranging from 400 to 500 ms is the set of points mainly representing Frank-Starling
mechanism and mechanical restitution, which do not function sufficiently (described
below).
[0064] FIG. 3B is a graph obtained by the analytical method of the present invention after
treatment. The plotted image showing a typical belt-like pattern extending vertically
in the RR intervals ranging from 400 to 500 ms, which is observed in the period of
exacerbation of heart failure before treatment as shown in FIG. 3A, has disappeared,
and it is found that the slope of the approximate curve (ventricular function curve)
calculated from the measurement points is largely changed. As presented above, it
is apparent that when data is plotted using the method of the present invention, distribution
patterns of two-dimensional data differ depending on the stage of the disease. Accordingly,
it is possible to assess the condition of the disease by using distribution patterns
of two-dimensional data as an index.
[0065] On the other hand, in the conventional SV method, no large difference is found in
the shape of a set of measurement points and the approximate curve (ventricular function
curve), even when comparing FIG. 3C displaying data before treatment with FIG. 3D
displaying data after treatment. Thus, it is difficult to determine the therapeutic
effect.
[0066] As presented above, the (dZ/dt)min method of the present method makes it possible
to evaluate small changes sensitively in cardiac function caused by treatment and
the like, compared to the conventional SV method for the observation of cardiac function
in atrial fibrillation.
[0067] Next, details of the measurement method and the device will be described. It should
be noted that the device of the present invention is not limited to embodiments described
below, and any devices are allowed to use if thoracic impedance and ECG can be measured
simultaneously.
<Measurement Device>
[0068] The device of the present invention requires measuring impedance and ECG simultaneously.
Therefore, electrodes for measuring impedance and ECG are applied to a subject (FIG.
4).
[0069] An Impedance measurement electrodes 7 is attached to the back of the neck and two
of them are attached to the right and left front sides of the thorax at the height
of the xiphoid process in the patient. Further, a neutral electrode 8 is attached
to an ankle. As the impedance measurement electrode 7, one having any shape may be
used if a drive electrode 9 for applying an electrical current and a receive electrode
10 for measuring the impedance are paired. A thoracic impedance measuring unit applies
an electrical current from the drive electrode 9 to the patient by the isolation power
supply, detects electrical signals generated by the pulsation using the receive electrode
10, and records them.
[0070] ECG measurement electrodes 11 are placed on the right and left sides of the chest
and the left abdominal side. Here, while the device for measuring ECG using three
leads placing electrodes at three points is described as an example, methods using
any kind of leads allow for measuring the ECG.
[0071] As an impedance measuring unit 2 and a ECG measuring unit 3, publicly known ones
of any measurement forms may be used if thoracic impedance and ECG can be measured,
respectively, at the same time. Further, by means of miniaturizing the device itself,
that can be also used as a portable device depending on requirements.
[0072] FIG. 5 shows the outline of a measurement method. Continuous sets of impedance data
and ECG data are obtained by starting measurement of impedance and ECG simultaneously.
While 500 heartbeats are recorded in the case shown in FIG. 3, heartbeats to be measured
may be any number if it is statistically reliable. In general, when recording 500
beats, the time required for measurement is about 7 to 10 minutes.
[0073] Then, (dZ/dt)min values are calculated from the measured thoracic impedance data,
and RR1 values are calculated from ECG data of the corresponding beats. A two-dimensional
scatter plot is created by plotting points representing RR1 values for X-axis coordinates
and (dZ/dt)min values for Y-axis coordinates. Further, an approximate curve (a logarithmic
curve) of the set of points is also obtained. The examples measured and displayed
by the device of the present invention in this way are shown as FIGs. 3A and 3B described
above.
[0074] Furthermore, by using various displays as described below, cardiac function in patients
can be distinguishably evaluated by the mechanisms, namely Frank-Starling mechanism
(FSM), mechanical restitution (MR), and postextrasystolic potentiation (PESP).
[0075] As shown in FIGs. 3A and 3B, when cardiac function is analyzed by the (dZ/dt)min
method using the device of the present invention and displayed as a two-dimensional
scatter plot, the plot can be classified into some typical sets of measurement points,
according to the state of cardiac function. FIG. 6 schematically shows typical conditions
of heart disease.
[0076] FIG. 6A shows a typical pattern of a set of measurement points in a condition of
heart failure with atrial fibrillation. The set of points shows a V-shaped pattern.
FIG. 6B schematically shows a typical distribution pattern of measurement points in
a patient with atrial fibrillation and well preserved cardiac function. When the cardiac
function is improved, the distribution pattern shifts from the set of measurement
points displaying a V-shaped pattern to a form of parabola extending in a right-upward
direction. In addition, since a tendency of tachycardia is improved, and the RR interval
is increased, the measurement points scatter in a wide range in the X-axis direction.
[0077] FIG. 6C schematically shows a set of measurement points in sinus rhythm. Since RR
intervals are almost constant in sinus rhythm, measurement points are concentrated
in a small area. As described above, it is possible to determine the state of cardiac
function only from distribution patterns of measurement points. Use of the device
of the present invention makes it possible to evaluate cardiac function visually and
determine the cardiac function without requiring skill.
[0078] Further, by allowing a storage unit to store typical patterns and allowing a determination
module provided in the arithmetic unit, to compare a distribution pattern of measurement
points of a patient with the stored patterns, it is also possible to allow the device
to determine the state of cardiac function. Since plotted patterns differ in the condition
of the disease as described above, the determination module is capable of diagnosing
the condition of the disease by comparing a plot pattern of a subject with the typical
patterns stored in the storage unit.
<Application of Display Method>
[0079] Next, applied examples of a display method using the device of the present invention
will be described. Three mechanisms, namely Frank-Starling mechanism (FSM), mechanical
restitution (MR), and postextrasystolic potentiation (PESP) are known as ventricular
contractile mechanisms. Using a cardiac function measurement and evaluation device
of the present invention also makes it possible to easily perform analysis with respect
to these mechanisms, so that cardiac function can be considered in detail.
(1) Displaying simultaneously on a two-dimensional graph
[0080] Ventricular contractile mechanisms include Frank-Starling mechanism (FSM), mechanical
restitution (MR), both of which depend on the length of preceding RR interval (RR1),
and postextrasystolic potentiation (PESP) which depends on the length of pre-preceding
RR interval (RR2).
[0081] FSM and MR are mechanisms in which ventricular contractile force increases as the
preceding RR interval (RR1) increases. FSM and MR are phenomena that have been observed
in an experimental model in which ventricular volume in FSM varies, while ventricular
volume in MR is constant. In the case of a natural-heart of a human, FSM and MR are
handled together (FSM + MR action) because of the difficulty in clinically distinguishing
them from each other. It is known that the slope of the FSM + MR curve represents
the degree of action of three factors, namely preload, afterload, and myocardial contractility.
[0082] On the other hand, PESP is the mechanism in which ventricular contractile force increases
as the pre-preceding RR interval (RR2) is shorter than RR1. It is known that the slope
of the regression line of PESP representing the correlation between the ratio of RR1/RR2
(where RR1/RR2 > 1 under the definition of PESP) and the ventricular contractile force
reflects the degree of sympathetic nerve activity.
[0083] Using the cardiac function measurement and evaluation device of the present invention
makes it possible to use for treatment by obtaining the FSM + MR curve not involved
in PESP, and the PESP + FSM + MR curve involved in PESP. The(dZ/dt)min values corresponding
to RR2 equal to or greater than RR1, i.e., RR1/RR2 ≤ 1 and (dZ/dt)min values corresponding
to RR2 less than RR1, i.e., RR1/RR2 > 1 are extracted from the thoracic impedance
data obtained from a patient.
[0084] Extracting data corresponding to RR1/RR2 ≤ 1 is capable of extracting (dZ/dt)min
values not involved in PESP. Accordingly, a graph plotting the data reflects Frank-Starling
mechanism and mechanical restitution, and an approximate curve (a logarithmic curve,
FSM + MR curve) fitted to the set of such points also represents the Frank-Starling
mechanism and the mechanical restitution.
[0085] On the other hand, RR1/RR2 > 1 shows that RR2 is shorter than RR1, which represents
postextrasystolic potentiation (PESP). Therefore, when extracting (dZ/dt)min values
corresponding to RR1/RR2 > 1 as a data set and plotting the data, the set of such
points indicates the set of points involved in PESP, so that an approximate curve
(a logarithmic curve, PESP + FSM + MR curve) fitted to the set of such points reflects
involvement of PESP.
[0086] By using data in the patient with exacerbation of heart failure and atrial fibrillation
shown in FIG. 3, FSM + MR and PESP + FSM + MR before and after treatment are obtained
by using a relational expression between RR1 and RR2, and are shown as displaying
simultaneously on the two-dimensional graphs, according to the method described above
(FIGs. 7A and 7B).
[0087] Gray points show measurement values associated with the Frank-Starling mechanism
and the mechanical restitution (FSM + MR), and black points show values associated
with involvement of postextrasystolic potentiation (PESP) in addition to FSM + MR.
Further, a dotted line represents an approximate curve fitted to the set of points
associated with FSM + MR, and a solid line represents an approximate curve fitted
to the set of points associated with PESP + FSM + MR.
[0088] The plotted patterns and the approximate curves apparently differ between before
treatment (A) and after treatment (B). Before treatment of heart failure, the action
of FSM + MR mechanism does not fully function, because tachycardia caused by sympathetic
nerve hyperactivity leads to shortened ventricular diastolic time (RR1). Consequently,
the slope of the FSM + MR curve decreases, which reflects a decrease in ventricular
contractility. However, the slope of the PESP + FSM + MR curve involved in PESP is
maintained compared to that of the FSM + MR curve, because of the enhanced action
of PESP mechanism caused by sympathetic nerve hyperactivity in the early stage of
heart failure.
[0089] In contrast, after treatment of heart failure, improvement in tachycardia and thereby
prolonging ventricular diastolic time (RR1) reflect an increase in ventricular contractility
caused by the action of FSM + MR mechanism. Accordingly, the slope of the FSM + MR
curve shows a significant increase. Then, the slope of the PESP + FSM + MR curve involved
in FSM + MR also shows a further increase from that observed before treatment.
[0090] As described above, using the device of the present invention makes it possible to
display measurement values associated with Frank-Starling mechanism and mechanical
restitution (FSM + MR), measurement values associated with PESP + FSM + MR involved
in postextrasystolic potentiation (PESP) in addition to FSM + MR, and an FSM + MR
curve and a PESP + FSM + MR curve, both of which represent each approximate curve.
Therefore, it is able not only to visually determine the cardiac function, but also
to analyze and evaluate the treatment effects in more detail.
(2) Displaying the total values of FSM + MR, PESP + FSM + MR
[0091] Using only pattern of the set of points in which RR1 values are plotted on the horizontal
axis and (dZ/dt)min values are plotted on the vertical axis, and changes in the correlation
between approximate curves, it is difficult to assess the degree of involvement of
respective FSM + MR and PESP + FSM + MR mechanisms, in the recovery process of cardiac
function.
[0092] Therefore, in a total of 500 heartbeats of obtained thoracic impedance data, the
total value of (dZ/dt)min values corresponding to RR1/RR2 ≤ 1 (total value of FSM
+ MR) and the total value of (dZ/dt)min values corresponding to RR1/RR2 > 1 (total
value of PESP + FSM + MR) are calculated, and displayed as distinguishable bar graphs.
The degree of involvement of respective FSM + MR and PESP + FSM + MR mechanisms are
quantitatively represented, before and after the treatment (FIG. 7C).
[0093] In the case shown in FIG. 7, it is recognized that PESP + FSM + MR involved in PESP
is greatly involved in the recovery of cardiac function after treatment, compared
with FSM + MR. This graph shows that administration of β-blocker for suppressing sympathetic
nerve activity and often used for improving tachycardia without careful consideration
may lead to suppression of PESP action, which may make the cardiac function worse.
[0094] As described above, by means of obtaining a total of (dZ/dt)min values of FSM + MR
and PESP + FSM + MR, the degree of contribution of pathophysiological mechanisms in
the recovery process of cardiac function can be assessed, which cannot be estimated
only from changes in the correlation between plotted patterns and approximate curves
of the sets of respective measurement values shown in the two-dimensional simultaneous
display graphs in which RR1 and (dZ/dt)min values constitute coordinates. Then, selection
of drugs and the administration period can be determined according to the objective
data in addition to subjective symptoms in patients.
(3) Displaying simultaneously on a three-dimensional graph.
[0095] Since a two-dimensional graph displaying FSM + MR and PESP + FSM + MR simultaneously
as shown in FIG. 7 is a plane graph, there are some dots which is hard to evaluate
visually due in part to overlap of dots representing FSM + MR and PESP + FSM + MR.
Therefore, displaying them simultaneously on a three-dimensional scatter plot makes
it possible to separate overlapping dots and thereby to display them in a manner capable
of being evaluated visually and more easily (FIG. 8).
[0096] By using a total of 500 heartbeats of thoracic impedance data obtained from a patient
with atrial fibrillation, preceding RR interval (RR1) values, pre-preceding RR interval
(RR2) values, and RR1/RR2 values are obtained. Then, (dZ/dt)min values corresponding
to RR1 when RR1/RR2 > 1 are extracted as (dZ/dt)min values associated with Frank-Starling
mechanism (FSM) and mechanical restitution (MR) involved in postextrasystolic potentiation
(PESP), (PESP + FSM + MR), and (dZ/dt)min values corresponding to RR1 when RR1/RR2
≤ 1 are extracted as (dZ/dt)min values associated with Frank-Starling mechanism (FSM)
and mechanical restitution (MR) not involved in postextrasystolic potentiation (FSM
+ MR). A three-dimensional simultaneous scatter plot is created by applying RR1 to
X-axis, RR1/RR2 to Y-axis, and (dZ/dt)min to Z-axis, using RR1 and RR1/RR2 corresponding
to the respective extracted (dZ/dt)min, and overlapping two types of data sets in
a distinguishable manner.
[0097] Displaying simultaneously on a three-dimensional graph makes it possible to recognize
the distribution of points representing PESP + FSM + MR and FSM + MR without any overlapping
parts. Accordingly, it is possible to detect a slight change in cardiac function more
accurately, and to provide very useful information for diagnosis of cardiac function
in patients with atrial fibrillation and monitoring of treatment course.
[0098] FIG. 8 is a three-dimensional graph displayed simultaneously in the patient with
mitral valve stenosis and chronic atrial fibrillation. Gray dots represent points
associated with Frank-Starling mechanism (FSM) and mechanical restitution (MR), and
black dots represent points involved in postextrasystolic potentiation (PESP) in addition
to FSM + MR.
[0099] In the two-dimensional graph displayed simultaneously, dots of FSM + MR and PESP
+ FSM + MR partially overlap with each other. However, since the overlapping parts
are separated in the three-dimensional graph, the distribution of dots can be recognized
accurately. Therefore, slight changes in the distribution of dots before and after
administration of drugs or caused by changes in disease conditions can be found easily,
so that it is possible to provide more detailed information on cardiac function for
diagnosis and treatment.
(4) Slope of FSM + MR curve (Pediatric respiratory sinus arrhythmia)
[0100] FIG. 9 shows a case of pediatric respiratory sinus arrhythmia. Respiratory sinus
arrhythmia is a physiological phenomenon observed in children, in which heart rate
increases during inspiration and decreases during expiration. FIG. 9A shows a two-dimensional
scatter plot displayed simultaneously in which dots associated with Frank-Starling
mechanism(FSM) and mechanical restitution (MR), (FSM + MR), and dots involved in postextrasystolic
potentiation (PESP) in addition to FSM + MR are overlapped with each other. FIG. 9B
shows an FSM + MR curve, and FIG. 9C shows a regression line of PESP (RR1/RR2 >1 under
the definition of PESP).
[0101] Comparing these analytical results with results in patients with atrial fibrillation,
it is characterized that the slope of an approximate expression obtained from the
FSM + MR curve of the present case of a healthy child is 2.6, which is greater than
2.0. Regarding patients with atrial fibrillation except for hyperthyroidism, no matter
how cardiac function is improved, the slope will never exceed 2.0. Therefore, when
applying a value of 2.0 being used as a cut-off value, it is possible to early detect
pediatric heart disease by using a coefficient value of the slope of the FSM + MR
curve. This can be widely used for examination of cardiac function in children who
are not able to explain subjective symptoms in words. Using this examination of cardiac
function in preschool children may lead to early detection of heart disease in children.
[0102] Furthermore, the present method can be used for evaluating cardiac function of not
only abnormal sinus arrhythmia but also sinus arrhythmia with bradycardia which is
often observed in athletes in addition to pediatric respiratory sinus arrhythmia described
above.
[0103] As described above, using the device of the present invention makes it possible
to measure cardiac function noninvasively in patients with atrial fibrillation and
to also analyze cardiac function in detail in various subjects such as children and
athletes.
[0104] Because of the noninvasiveness of the device of the present invention, it is possible
to evaluate and measure cardiac function with less burden on patients. Since cardiac
function can be measured repeatedly in patients with atrial fibrillation to whom it
was difficult to evaluate cardiac function noninvasively, not only diagnosis but also
selection of treatment methods, the confirmation of treatment effect, and the like
can be performed based on objective data.
Reference Signs List
[0105]
- 1
- device for measurement and evaluation of cardiac function
- 7
- impedance measurement electrode
- 8
- neutral electrode
- 9
- drive electrode
- 10
- receive electrode
- 11
- ECG measurement electrode
1. A cardiac function measurement and evaluation device that is a device for measuring
and evaluating cardiac function in a subject, the device comprising:
thoracic impedance measuring unit;
electrocardiogram measuring unit;
arithmetic unit;
storage unit; and
display unit, wherein
the thoracic impedance measuring unit includes drive electrodes for applying an electrical
current, and receive electrodes for extracting an impedance signal, and measures a
plurality of continuous sets of thoracic impedances,
the electrocardiogram measuring unit includes a signal detection module that detects
electrocardiogram signals from electrodes applied to the subject, and measures a plurality
of continuous sets of electrocardiogram signals,
the arithmetic unit calculates (dZ/dt)min values of the plurality of continuous sets
of thoracic impedances measured by the thoracic impedance measuring unit, and preceding
RR intervals (RR1) of continuous sets of electrocardiogram data from R waves of the
electrocardiogram signal obtained by the electrocardiogram measuring unit,
the storage unit stores, as a data set: a (dZ/dt)min value of each of the sets of
thoracic impedance data corresponding to an RR1 value of each of the calculated plurality
of continuous sets of electrocardiogram data, and
the display unit displays each of the (dZ/dt)min values corresponding to each of the
RR1 values.
2. The cardiac function measurement and evaluation device according to claim 1, wherein
the display unit displays respective (dZ/dt)min values of the thoracic impedance data
corresponding to the respective RR1 values of the obtained plurality of sets of electrocardiogram
data as a scatter plot.
3. The cardiac function measurement and evaluation device according to claim 2, wherein
an approximate curve is obtained from the scatter plot of the (dZ/dt)min values of
the thoracic impedance data corresponding to the respective RR1 values, and is displayed.
4. The cardiac function measurement and evaluation device according to claim 1, wherein
from the plurality of continuous sets of electrocardiogram data obtained by the electrocardiogram
measuring unit, pre-preceding RR intervals (RR2) and RR1/RR2 values are calculated
by the arithmetic unit, and corresponding (dZ/dt)min values are displayed.
5. The cardiac function measurement and evaluation device according to claim 4, wherein
(dZ/dt)min values where RR1/RR2 ≤ 1 are extracted as (dZ/dt)min values (FSM + MR)
in which PESP is not involved,
(dZ/dt)min values where RR1/RR2 > 1 are extracted as (dZ/dt)min values (PESP + FSM
+ MR) in which PESP is involved, and
the respective (dZ/dt)min values corresponding to the RR1 values are displayed distinguishably
as a scatter plot.
6. The cardiac function measurement and evaluation device according to claim 5, wherein
from the scatter plot of the respective (dZ/dt)min values of the thoracic impedance
data extracted as the FSM + MR and the PESP + FSM + MR, respective approximate curves
are obtained and are displayed.
7. The cardiac function measurement and evaluation device according to claim 4, wherein
(dZ/dt)min values where RR1/RR2 ≤ 1 are extracted as (dZ/dt)min values (FSM + MR)
in which PESP is not involved,
(dZ/dt)min values where RR1/RR2 > 1 are extracted as (dZ/dt)min values (PESP + FSM
+ MR) in which PESP is involved, and
a total of the respective (dZ/dt)min values are calculated.
8. The cardiac function measurement and evaluation device according to claim 4, wherein
(dZ/dt)min values where RR1/RR2 ≤ 1 are extracted as (dZ/dt)min values (FSM + MR)
in which PESP is not involved,
(dZ/dt)min value where RR1/RR2 > 1 are extracted as (dZ/dt)min value (PESP + FSM +
MR) in which PESP is involved, and
RR1, RR1/RR2, and (dZ/dt)min values are displayed as a three-dimensional scatter plot.
9. The cardiac function measurement and evaluation device according to claim 4, wherein
(dZ/dt)min values where RR1/RR2 > 1 are extracted as (dZ/dt)min values (PESP + FSM
+ MR) in which PESP is involved, and
the (dZ/dt)min values corresponding to the respective RR1/RR2 values are displayed
as a scatter plot.
10. The cardiac function measurement and evaluation device according to claim 9, wherein
from the scatter plot of the respective (dZ/dt)min values of the thoracic impedance
data extracted as the PESP + FSM + MR, an approximate straight line is obtained and
is displayed.
11. The cardiac function measurement and evaluation device according to any one of claims
1 to 10, wherein
the storage unit is allowed to store standard data, and
the arithmetic unit includes a determination module that compares obtained data of
the subject with the standard data and determines cardiac function.
12. The cardiac function measurement and evaluation device according to claim 11, wherein
the determination module further performs comparison with past data of same subject
stored in the storage unit, and determines the course of cardiac function.